Rooftop Signal

AI Visibility for Dealers

Honda/Acura Minneapolis Metro AI Visibility Index

Comparing 35 Honda/Acura dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
64
Median Score
48
Average Score
42
Lowest Score
17

How to Read This Index

🟢 Green (75-100)

Strong AI visibility — AI models can easily discover and accurately represent this dealer

🟡 Yellow (50-74)

Moderate visibility — some information is accessible but key details may be missed

🟠 Orange (25-49)

Weak visibility — AI can find this dealer but struggles to accurately represent them

🔴 Red (0-24)

Limited visibility — significant gaps make it hard for AI to recommend this dealer

Rank Dealer Name Overall Discoverability Content Quality Technical Health Information Currency Agent Ready
#1 Apple Used Autos 64 73 85 90 70 0
#2 Buerkle Acura 63 73 85 90 65 0
#3 Honda Works 63 80 85 90 55 0
#4 Moon Motorsports 62 73 90 90 50 0
#5 Specialty Auto Wholesalers 52 75 77 90 0 0
#6 Bloomington Acura 52 80 85 75 0 0
#7 Inver Grove Hyundai 51 80 27 90 70 0
#8 Royal Auto 51 80 35 90 60 0
#9 Maplewood Auto Mall 51 80 35 90 60 0
#10 Garza Motors 51 80 35 90 55 0
#11 Auto Latino / University Auto 50 80 35 90 50 0
#12 Buerkle Hyundai 49 80 20 90 70 0
#13 Walser Nissan Burnsville 48 60 85 75 0 0
#14 Luther Used Car Company 48 60 85 75 0 0
#15 White Bear Acura 48 60 85 75 0 0
#16 Luther Hopkins Honda 48 60 85 75 0 0
#17 Walser Automotive Group 48 60 85 75 0 0
#18 Inver Grove Honda 48 60 85 75 0 0
#19 Xpress Auto Sales 48 80 35 90 35 0
#20 Luther Brookdale Honda 48 60 85 75 0 0
#21 Luther Kia of Bloomington 48 60 85 75 0 0
#22 Walser Honda Burnsville 48 60 85 75 0 0
#23 Belle Plaine Motorsports Triumph, Yamaha, Honda 45 73 20 90 50 0
#24 Dakota Motor Co 45 60 60 90 0 0
#25 Honda Town 38 75 20 90 0 0
#26 Twin Cities Motors 36 60 25 90 0 0
#27 Midwest Auto Sales 35 45 35 90 0 0
#28 Motoprimo Motorsports 31 57 10 90 0 0
#29 Drive Appeal in Bloomington 21 57 0 50 0 0
#30 Lexdan Automotive 20 53 0 50 0 0
#31 Ravmotors 20 60 0 40 0 0
#32 Buerkle Honda 18 53 0 40 0 0
#33 Rapids Honda 17 45 0 40 0 0
#34 Octane Automotive 17 45 0 40 0 0
#35 Mainstreet Motor Company 17 45 0 40 0 0

Methodology

AI visibility scores measure how well a dealership website can be discovered and understood by AI models like ChatGPT, Claude, and Perplexity. We analyze four key dimensions:

  • Discoverability: Can AI systems find your website?
  • Content Quality: Does AI understand what your dealership offers?
  • Technical Health: Does your website work well with AI systems?
  • Information Currency: Is your online information up to date?
  • Agent Readiness: Can AI assistants take actions for your customers?

Scores range from 0-100, with higher scores indicating better AI visibility. This index is updated monthly to track improvements and changes across the cohort.

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